USAA

Lead AI Ops Engineer - Infrastructure

USAA
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1 day ago
San Antonio, TX, USAStaff+

Base Salary

$127k - $243k/yr

Responsibilities

  • Own technical design and architecture for complex Infrastructure AI Ops builds and personally implement their hardest components.
  • Set reusable technical standards and patterns for telemetry feature pipelines, topology-graph designs, and infrastructure-as-code remediation scaffolding.
  • Guide infrastructure use cases toward guarded or self-healing automation and own the supporting evidence packages.
  • Act as the primary technical escalation point during major incidents, make real-time automation kill-switch decisions, and lead postmortems.
  • Mentor Senior engineers, develop future technical leads, and regularly ship production code and infrastructure-as-code.
  • Represent engineering with Model Risk Management, Internal Audit, and similar governance functions.

Requirements

  • Bachelor's degree or 4 years of relevant education and/or experience.
  • 7+ years of hands-on infrastructure, platform, or site-reliability engineering experience with sustained ownership of production systems at meaningful scale.
  • Experience serving as a de facto technical authority, leading design reviews, and setting standards for senior-level engineers.
  • Deep expertise productionizing ML models for infrastructure operational data using TensorFlow, PyTorch, or scikit-learn.
  • Advanced hands-on expertise with infrastructure-as-code and orchestration tooling, including Terraform, Ansible, and Kubernetes operators.
  • Experience designing and defending production automation for regulated infrastructure, including approval gates and rollback controls.
  • Experience making critical technical decisions during real incidents, including halting automation.
  • Preferred experience establishing cross-team Infrastructure AI Ops standards, operating autonomous or self-healing infrastructure, and designing operational AI safety, evaluation, control, and governance frameworks.
  • Preferred experience communicating complex technical, risk, and control considerations to Model Risk Management, Internal Audit, or similar functions.
  • US military experience or experience gained as a military spouse or domestic partner is listed as an additional qualification.

Benefits

  • Comprehensive medical, dental, and vision plans, 401(k), pension, life insurance, parental benefits, adoption assistance, paid time off, paid holidays, paid volunteer hours, and wellness programs.
  • Career path planning and continuing education support are available.
  • This is an onsite role five days per week in San Antonio, Texas, with no relocation assistance.
  • Applications are accepted on an ongoing basis until the position is filled.

Tech Stack

AnsibleKubernetesPyTorchscikit-learnTensorFlowTerraform
USAA

About USAA

10,000+ employees

USAA is a membership-based financial services company serving U.S. military members, veterans, and their families with banking, insurance, and investment products. It offers auto, home, and life insurance; checking and savings; credit cards; loans; and retirement and brokerage services, delivered primarily online and by phone. Founded in 1922 and headquartered in San Antonio, Texas, it is privately held and built around a member-owned insurance exchange and affiliated financial subsidiaries.

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